Mengjie Deng

Progressive Multimodal Reasoning via Active Retrieval

2024 · arXiv (Cornell University)

Multi-step multimodal reasoning tasks pose significant challenges for multimodal large language models (MLLMs), and finding effective ways to enhance their performance in such scenarios remains an unresolved issue. In this paper, we propose AR-MCTS, a …